Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 98581 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 1 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 64.0 MiB |
| Average record size in memory | 681.3 B |
Variable types
| Numeric | 14 |
|---|---|
| Categorical | 5 |
| Unsupported | 1 |
| Text | 2 |
| DateTime | 1 |
| Dataset has 1 (< 0.1%) duplicate rows | Duplicates |
service is highly imbalanced (65.9%) | Imbalance |
ashula_detection is highly imbalanced (90.2%) | Imbalance |
duration is highly skewed (γ1 = 209.420594) | Skewed |
source_bytes is highly skewed (γ1 = 65.38199182) | Skewed |
destination_bytes is highly skewed (γ1 = 298.2611492) | Skewed |
malware_detection is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
duration has 25216 (25.6%) zeros | Zeros |
source_bytes has 39223 (39.8%) zeros | Zeros |
destination_bytes has 62521 (63.4%) zeros | Zeros |
count has 74351 (75.4%) zeros | Zeros |
same_srv_rate has 75012 (76.1%) zeros | Zeros |
serror_rate has 97530 (98.9%) zeros | Zeros |
srv_serror_rate has 78605 (79.7%) zeros | Zeros |
dst_host_count has 65040 (66.0%) zeros | Zeros |
dst_host_srv_count has 43285 (43.9%) zeros | Zeros |
dst_host_same_src_port_rate has 89234 (90.5%) zeros | Zeros |
dst_host_serror_rate has 95073 (96.4%) zeros | Zeros |
dst_host_srv_serror_rate has 92757 (94.1%) zeros | Zeros |
destination_port_number has 29960 (30.4%) zeros | Zeros |
Reproduction
| Analysis started | 2024-07-08 04:48:00.131031 |
|---|---|
| Analysis finished | 2024-07-08 04:48:50.425921 |
| Duration | 50.29 seconds |
| Software version | ydata-profiling v4.8.3 |
| Download configuration | config.json |
duration
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 54132 |
|---|---|
| Distinct (%) | 54.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.5050821 |
| Minimum | 0 |
|---|---|
| Maximum | 86364.574 |
| Zeros | 25216 |
| Zeros (%) | 25.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2.083493 |
| Q3 | 3.373994 |
| 95-th percentile | 10.215462 |
| Maximum | 86364.574 |
| Range | 86364.574 |
| Interquartile range (IQR) | 3.373994 |
Descriptive statistics
| Standard deviation | 350.55039 |
|---|---|
| Coefficient of variation (CV) | 63.677596 |
| Kurtosis | 46876.256 |
| Mean | 5.5050821 |
| Median Absolute Deviation (MAD) | 2.069894 |
| Skewness | 209.42059 |
| Sum | 542696.5 |
| Variance | 122885.58 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 25216 | 25.6% |
| 2.283496 | 60 | 0.1% |
| 2.299986 | 55 | 0.1% |
| 0.000899 | 55 | 0.1% |
| 2.450021 | 50 | 0.1% |
| 2.266506 | 50 | 0.1% |
| 2.250016 | 49 | < 0.1% |
| 2.400051 | 48 | < 0.1% |
| 2.250017 | 48 | < 0.1% |
| 0.00015 | 47 | < 0.1% |
| Other values (54122) | 72903 |
| Value | Count | Frequency (%) |
| 0 | 25216 | |
| 1 × 10-6 | 3 | < 0.1% |
| 2 × 10-6 | 11 | < 0.1% |
| 3 × 10-6 | 5 | < 0.1% |
| 4 × 10-6 | 5 | < 0.1% |
| 5 × 10-6 | 6 | < 0.1% |
| 6 × 10-6 | 5 | < 0.1% |
| 7 × 10-6 | 6 | < 0.1% |
| 8 × 10-6 | 5 | < 0.1% |
| 9 × 10-6 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 86364.57392 | 1 | |
| 60889.73138 | 1 | |
| 22930.01397 | 1 | |
| 19503.64682 | 1 | |
| 4421.657875 | 1 | |
| 1520.813027 | 1 | |
| 1009.383256 | 1 | |
| 930.169867 | 1 | |
| 928.344421 | 1 | |
| 891.775418 | 1 |
service
Categorical
IMBALANCE 
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.6 MiB |
| other | |
|---|---|
| smtp | |
| ssh | 3331 |
| dns | 1210 |
| http | 75 |
| Other values (3) | 63 |
Length
| Max length | 8 |
|---|---|
| Median length | 5 |
| Mean length | 4.7110802 |
| Min length | 3 |
Characters and Unicode
| Total characters | 464423 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | other |
|---|---|
| 2nd row | other |
| 3rd row | other |
| 4th row | other |
| 5th row | other |
Common Values
| Value | Count | Frequency (%) |
| other | 74678 | |
| smtp | 19224 | 19.5% |
| ssh | 3331 | 3.4% |
| dns | 1210 | 1.2% |
| http | 75 | 0.1% |
| ssl | 55 | 0.1% |
| smtp,ssl | 5 | < 0.1% |
| ftp | 3 | < 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| other | 74678 | |
| smtp | 19224 | 19.5% |
| ssh | 3331 | 3.4% |
| dns | 1210 | 1.2% |
| http | 75 | 0.1% |
| ssl | 55 | 0.1% |
| smtp,ssl | 5 | < 0.1% |
| ftp | 3 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 94060 | |
| h | 78084 | |
| o | 74678 | |
| e | 74678 | |
| r | 74678 | |
| s | 27221 | 5.9% |
| p | 19307 | 4.2% |
| m | 19229 | 4.1% |
| d | 1210 | 0.3% |
| n | 1210 | 0.3% |
| Other values (3) | 68 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 464423 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| t | 94060 | |
| h | 78084 | |
| o | 74678 | |
| e | 74678 | |
| r | 74678 | |
| s | 27221 | 5.9% |
| p | 19307 | 4.2% |
| m | 19229 | 4.1% |
| d | 1210 | 0.3% |
| n | 1210 | 0.3% |
| Other values (3) | 68 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 464423 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| t | 94060 | |
| h | 78084 | |
| o | 74678 | |
| e | 74678 | |
| r | 74678 | |
| s | 27221 | 5.9% |
| p | 19307 | 4.2% |
| m | 19229 | 4.1% |
| d | 1210 | 0.3% |
| n | 1210 | 0.3% |
| Other values (3) | 68 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 464423 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| t | 94060 | |
| h | 78084 | |
| o | 74678 | |
| e | 74678 | |
| r | 74678 | |
| s | 27221 | 5.9% |
| p | 19307 | 4.2% |
| m | 19229 | 4.1% |
| d | 1210 | 0.3% |
| n | 1210 | 0.3% |
| Other values (3) | 68 | < 0.1% |
source_bytes
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 2132 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 409.7134 |
| Minimum | 0 |
|---|---|
| Maximum | 240680 |
| Zeros | 39223 |
| Zeros (%) | 39.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 66 |
| Q3 | 412 |
| 95-th percentile | 2115 |
| Maximum | 240680 |
| Range | 240680 |
| Interquartile range (IQR) | 412 |
Descriptive statistics
| Standard deviation | 1682.5699 |
|---|---|
| Coefficient of variation (CV) | 4.1066996 |
| Kurtosis | 7436.3526 |
| Mean | 409.7134 |
| Median Absolute Deviation (MAD) | 66 |
| Skewness | 65.381992 |
| Sum | 40389957 |
| Variance | 2831041.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 39223 | |
| 66 | 22514 | |
| 412 | 3895 | 4.0% |
| 404 | 3364 | 3.4% |
| 520 | 2766 | 2.8% |
| 1057 | 2092 | 2.1% |
| 48 | 556 | 0.6% |
| 536 | 551 | 0.6% |
| 4 | 486 | 0.5% |
| 6 | 354 | 0.4% |
| Other values (2122) | 22780 |
| Value | Count | Frequency (%) |
| 0 | 39223 | |
| 1 | 4 | < 0.1% |
| 2 | 2 | < 0.1% |
| 4 | 486 | 0.5% |
| 5 | 11 | < 0.1% |
| 6 | 354 | 0.4% |
| 7 | 56 | 0.1% |
| 8 | 32 | < 0.1% |
| 10 | 3 | < 0.1% |
| 12 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 240680 | 1 | < 0.1% |
| 203862 | 1 | < 0.1% |
| 156872 | 1 | < 0.1% |
| 72115 | 1 | < 0.1% |
| 63488 | 1 | < 0.1% |
| 58901 | 1 | < 0.1% |
| 58391 | 1 | < 0.1% |
| 57856 | 4 | |
| 57344 | 4 | |
| 56416 | 1 | < 0.1% |
destination_bytes
Real number (ℝ)
SKEWED  ZEROS 
| Distinct | 392 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 339.89123 |
| Minimum | 0 |
|---|---|
| Maximum | 9277978 |
| Zeros | 62521 |
| Zeros (%) | 63.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 175 |
| 95-th percentile | 735 |
| Maximum | 9277978 |
| Range | 9277978 |
| Interquartile range (IQR) | 175 |
Descriptive statistics
| Standard deviation | 30075.975 |
|---|---|
| Coefficient of variation (CV) | 88.48706 |
| Kurtosis | 91863.777 |
| Mean | 339.89123 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 298.26115 |
| Sum | 33506817 |
| Variance | 9.0456429 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 62521 | |
| 244 | 15360 | 15.6% |
| 152 | 2700 | 2.7% |
| 735 | 2058 | 2.1% |
| 1340 | 1677 | 1.7% |
| 164 | 1617 | 1.6% |
| 113 | 1602 | 1.6% |
| 1581 | 1417 | 1.4% |
| 158 | 1175 | 1.2% |
| 175 | 940 | 1.0% |
| Other values (382) | 7514 | 7.6% |
| Value | Count | Frequency (%) |
| 0 | 62521 | |
| 1 | 1 | < 0.1% |
| 4 | 102 | 0.1% |
| 5 | 28 | < 0.1% |
| 8 | 5 | < 0.1% |
| 9 | 4 | < 0.1% |
| 12 | 3 | < 0.1% |
| 17 | 10 | < 0.1% |
| 20 | 3 | < 0.1% |
| 21 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 9277978 | 1 | |
| 912771 | 1 | |
| 412096 | 1 | |
| 366716 | 1 | |
| 327077 | 1 | |
| 317797 | 1 | |
| 316965 | 1 | |
| 296587 | 1 | |
| 291819 | 1 | |
| 290411 | 1 |
count
Real number (ℝ)
ZEROS 
| Distinct | 98 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.4019131 |
| Minimum | 0 |
|---|---|
| Maximum | 97 |
| Zeros | 74351 |
| Zeros (%) | 75.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 10 |
| Maximum | 97 |
| Range | 97 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 10.523521 |
|---|---|
| Coefficient of variation (CV) | 4.381308 |
| Kurtosis | 40.468575 |
| Mean | 2.4019131 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.0968744 |
| Sum | 236783 |
| Variance | 110.7445 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 74351 | |
| 1 | 12672 | 12.9% |
| 2 | 3572 | 3.6% |
| 3 | 1240 | 1.3% |
| 4 | 448 | 0.5% |
| 9 | 257 | 0.3% |
| 8 | 256 | 0.3% |
| 5 | 251 | 0.3% |
| 10 | 235 | 0.2% |
| 6 | 232 | 0.2% |
| Other values (88) | 5067 | 5.1% |
| Value | Count | Frequency (%) |
| 0 | 74351 | |
| 1 | 12672 | 12.9% |
| 2 | 3572 | 3.6% |
| 3 | 1240 | 1.3% |
| 4 | 448 | 0.5% |
| 5 | 251 | 0.3% |
| 6 | 232 | 0.2% |
| 7 | 224 | 0.2% |
| 8 | 256 | 0.3% |
| 9 | 257 | 0.3% |
| Value | Count | Frequency (%) |
| 97 | 55 | |
| 96 | 9 | < 0.1% |
| 95 | 35 | < 0.1% |
| 94 | 12 | < 0.1% |
| 93 | 56 | |
| 92 | 133 | |
| 91 | 20 | < 0.1% |
| 90 | 16 | < 0.1% |
| 89 | 45 | < 0.1% |
| 88 | 41 | < 0.1% |
same_srv_rate
Real number (ℝ)
ZEROS 
| Distinct | 17 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.23475619 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 75012 |
| Zeros (%) | 76.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.42153506 |
|---|---|
| Coefficient of variation (CV) | 1.7956292 |
| Kurtosis | -0.41720318 |
| Mean | 0.23475619 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.2522618 |
| Sum | 23142.5 |
| Variance | 0.17769181 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 75012 | |
| 1 | 22745 | 23.1% |
| 0.5 | 553 | 0.6% |
| 0.33 | 195 | 0.2% |
| 0.67 | 21 | < 0.1% |
| 0.25 | 8 | < 0.1% |
| 0.9 | 8 | < 0.1% |
| 0.91 | 7 | < 0.1% |
| 0.89 | 7 | < 0.1% |
| 0.92 | 5 | < 0.1% |
| Other values (7) | 20 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 75012 | |
| 0.25 | 8 | < 0.1% |
| 0.33 | 195 | 0.2% |
| 0.5 | 553 | 0.6% |
| 0.6 | 2 | < 0.1% |
| 0.67 | 21 | < 0.1% |
| 0.75 | 4 | < 0.1% |
| 0.8 | 2 | < 0.1% |
| 0.83 | 3 | < 0.1% |
| 0.86 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 22745 | |
| 0.93 | 1 | < 0.1% |
| 0.92 | 5 | < 0.1% |
| 0.91 | 7 | < 0.1% |
| 0.9 | 8 | < 0.1% |
| 0.89 | 7 | < 0.1% |
| 0.88 | 4 | < 0.1% |
| 0.86 | 4 | < 0.1% |
| 0.83 | 3 | < 0.1% |
| 0.8 | 2 | < 0.1% |
serror_rate
Real number (ℝ)
ZEROS 
| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.010245483 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 97530 |
| Zeros (%) | 98.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.10011183 |
|---|---|
| Coefficient of variation (CV) | 9.7713134 |
| Kurtosis | 93.153812 |
| Mean | 0.010245483 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.7421356 |
| Sum | 1010.01 |
| Variance | 0.010022378 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 97530 | |
| 1 | 990 | 1.0% |
| 0.5 | 13 | < 0.1% |
| 0.23 | 8 | < 0.1% |
| 0.33 | 6 | < 0.1% |
| 0.67 | 4 | < 0.1% |
| 0.24 | 4 | < 0.1% |
| 0.22 | 3 | < 0.1% |
| 0.36 | 1 | < 0.1% |
| 0.38 | 1 | < 0.1% |
| Other values (21) | 21 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 97530 | |
| 0.02 | 1 | < 0.1% |
| 0.04 | 1 | < 0.1% |
| 0.06 | 1 | < 0.1% |
| 0.07 | 1 | < 0.1% |
| 0.09 | 1 | < 0.1% |
| 0.11 | 1 | < 0.1% |
| 0.12 | 1 | < 0.1% |
| 0.14 | 1 | < 0.1% |
| 0.16 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 990 | |
| 0.75 | 1 | < 0.1% |
| 0.67 | 4 | < 0.1% |
| 0.5 | 13 | < 0.1% |
| 0.41 | 1 | < 0.1% |
| 0.39 | 1 | < 0.1% |
| 0.38 | 1 | < 0.1% |
| 0.36 | 1 | < 0.1% |
| 0.34 | 1 | < 0.1% |
| 0.33 | 6 | < 0.1% |
srv_serror_rate
Real number (ℝ)
ZEROS 
| Distinct | 93 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.14688216 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 78605 |
| Zeros (%) | 79.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.32779629 |
|---|---|
| Coefficient of variation (CV) | 2.2316958 |
| Kurtosis | 2.2528492 |
| Mean | 0.14688216 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.9973644 |
| Sum | 14479.79 |
| Variance | 0.10745041 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 78605 | |
| 1 | 8402 | 8.5% |
| 0.5 | 2575 | 2.6% |
| 0.33 | 1515 | 1.5% |
| 0.25 | 841 | 0.9% |
| 0.99 | 660 | 0.7% |
| 0.98 | 460 | 0.5% |
| 0.2 | 452 | 0.5% |
| 0.97 | 399 | 0.4% |
| 0.67 | 351 | 0.4% |
| Other values (83) | 4321 | 4.4% |
| Value | Count | Frequency (%) |
| 0 | 78605 | |
| 0.01 | 245 | 0.2% |
| 0.02 | 162 | 0.2% |
| 0.03 | 136 | 0.1% |
| 0.04 | 87 | 0.1% |
| 0.05 | 61 | 0.1% |
| 0.06 | 62 | 0.1% |
| 0.07 | 43 | < 0.1% |
| 0.08 | 48 | < 0.1% |
| 0.09 | 33 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 8402 | |
| 0.99 | 660 | 0.7% |
| 0.98 | 460 | 0.5% |
| 0.97 | 399 | 0.4% |
| 0.96 | 345 | 0.3% |
| 0.95 | 223 | 0.2% |
| 0.94 | 172 | 0.2% |
| 0.93 | 146 | 0.1% |
| 0.92 | 121 | 0.1% |
| 0.91 | 106 | 0.1% |
dst_host_count
Real number (ℝ)
ZEROS 
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.69488 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 65040 |
| Zeros (%) | 66.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 5 |
| 95-th percentile | 86 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 27.342573 |
|---|---|
| Coefficient of variation (CV) | 1.9965544 |
| Kurtosis | 2.3435721 |
| Mean | 13.69488 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.9205851 |
| Sum | 1350055 |
| Variance | 747.61632 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 65040 | |
| 1 | 5167 | 5.2% |
| 2 | 1787 | 1.8% |
| 100 | 867 | 0.9% |
| 3 | 862 | 0.9% |
| 53 | 753 | 0.8% |
| 47 | 641 | 0.7% |
| 4 | 623 | 0.6% |
| 94 | 623 | 0.6% |
| 46 | 523 | 0.5% |
| Other values (91) | 21695 | 22.0% |
| Value | Count | Frequency (%) |
| 0 | 65040 | |
| 1 | 5167 | 5.2% |
| 2 | 1787 | 1.8% |
| 3 | 862 | 0.9% |
| 4 | 623 | 0.6% |
| 5 | 515 | 0.5% |
| 6 | 407 | 0.4% |
| 7 | 364 | 0.4% |
| 8 | 317 | 0.3% |
| 9 | 277 | 0.3% |
| Value | Count | Frequency (%) |
| 100 | 867 | |
| 99 | 167 | 0.2% |
| 98 | 177 | 0.2% |
| 97 | 389 | |
| 96 | 217 | 0.2% |
| 95 | 225 | 0.2% |
| 94 | 623 | |
| 93 | 446 | |
| 92 | 315 | 0.3% |
| 91 | 287 | 0.3% |
dst_host_srv_count
Real number (ℝ)
ZEROS 
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 34.801361 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 43285 |
| Zeros (%) | 43.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 86 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 86 |
Descriptive statistics
| Standard deviation | 42.452881 |
|---|---|
| Coefficient of variation (CV) | 1.2198626 |
| Kurtosis | -1.4571902 |
| Mean | 34.801361 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.59604691 |
| Sum | 3430753 |
| Variance | 1802.2471 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 43285 | |
| 100 | 10447 | 10.6% |
| 1 | 8164 | 8.3% |
| 99 | 5400 | 5.5% |
| 98 | 2172 | 2.2% |
| 97 | 1433 | 1.5% |
| 2 | 1180 | 1.2% |
| 53 | 733 | 0.7% |
| 96 | 718 | 0.7% |
| 94 | 655 | 0.7% |
| Other values (91) | 24394 |
| Value | Count | Frequency (%) |
| 0 | 43285 | |
| 1 | 8164 | 8.3% |
| 2 | 1180 | 1.2% |
| 3 | 455 | 0.5% |
| 4 | 324 | 0.3% |
| 5 | 291 | 0.3% |
| 6 | 263 | 0.3% |
| 7 | 261 | 0.3% |
| 8 | 222 | 0.2% |
| 9 | 229 | 0.2% |
| Value | Count | Frequency (%) |
| 100 | 10447 | |
| 99 | 5400 | |
| 98 | 2172 | 2.2% |
| 97 | 1433 | 1.5% |
| 96 | 718 | 0.7% |
| 95 | 405 | 0.4% |
| 94 | 655 | 0.7% |
| 93 | 525 | 0.5% |
| 92 | 377 | 0.4% |
| 91 | 408 | 0.4% |
dst_host_same_src_port_rate
Real number (ℝ)
ZEROS 
| Distinct | 45 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.044337347 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 89234 |
| Zeros (%) | 90.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0.07 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.20015708 |
|---|---|
| Coefficient of variation (CV) | 4.5144126 |
| Kurtosis | 18.523839 |
| Mean | 0.044337347 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.5114041 |
| Sum | 4370.82 |
| Variance | 0.040062855 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 89234 | |
| 1 | 4071 | 4.1% |
| 0.01 | 1638 | 1.7% |
| 0.02 | 1632 | 1.7% |
| 0.03 | 633 | 0.6% |
| 0.04 | 244 | 0.2% |
| 0.05 | 150 | 0.2% |
| 0.33 | 93 | 0.1% |
| 0.5 | 90 | 0.1% |
| 0.06 | 87 | 0.1% |
| Other values (35) | 709 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 89234 | |
| 0.01 | 1638 | 1.7% |
| 0.02 | 1632 | 1.7% |
| 0.03 | 633 | 0.6% |
| 0.04 | 244 | 0.2% |
| 0.05 | 150 | 0.2% |
| 0.06 | 87 | 0.1% |
| 0.07 | 70 | 0.1% |
| 0.08 | 64 | 0.1% |
| 0.09 | 39 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 4071 | |
| 0.8 | 1 | < 0.1% |
| 0.75 | 1 | < 0.1% |
| 0.67 | 17 | < 0.1% |
| 0.64 | 2 | < 0.1% |
| 0.6 | 1 | < 0.1% |
| 0.5 | 90 | 0.1% |
| 0.46 | 1 | < 0.1% |
| 0.44 | 1 | < 0.1% |
| 0.43 | 1 | < 0.1% |
dst_host_serror_rate
Real number (ℝ)
ZEROS 
| Distinct | 78 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.034489608 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 95073 |
| Zeros (%) | 96.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.18139643 |
|---|---|
| Coefficient of variation (CV) | 5.2594518 |
| Kurtosis | 24.081986 |
| Mean | 0.034489608 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.1000291 |
| Sum | 3400.02 |
| Variance | 0.032904665 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 95073 | |
| 1 | 3290 | 3.3% |
| 0.8 | 33 | < 0.1% |
| 0.23 | 8 | < 0.1% |
| 0.76 | 6 | < 0.1% |
| 0.79 | 5 | < 0.1% |
| 0.04 | 5 | < 0.1% |
| 0.5 | 5 | < 0.1% |
| 0.09 | 5 | < 0.1% |
| 0.1 | 5 | < 0.1% |
| Other values (68) | 146 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 95073 | |
| 0.01 | 1 | < 0.1% |
| 0.02 | 1 | < 0.1% |
| 0.03 | 1 | < 0.1% |
| 0.04 | 5 | < 0.1% |
| 0.05 | 2 | < 0.1% |
| 0.06 | 1 | < 0.1% |
| 0.07 | 1 | < 0.1% |
| 0.09 | 5 | < 0.1% |
| 0.1 | 5 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 3290 | |
| 0.97 | 2 | < 0.1% |
| 0.96 | 1 | < 0.1% |
| 0.92 | 1 | < 0.1% |
| 0.89 | 2 | < 0.1% |
| 0.88 | 2 | < 0.1% |
| 0.85 | 1 | < 0.1% |
| 0.81 | 3 | < 0.1% |
| 0.8 | 33 | < 0.1% |
| 0.79 | 5 | < 0.1% |
dst_host_srv_serror_rate
Real number (ℝ)
ZEROS 
| Distinct | 85 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.057593553 |
| Minimum | 0 |
|---|---|
| Maximum | 1 |
| Zeros | 92757 |
| Zeros (%) | 94.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 1 |
| Range | 1 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.23178227 |
|---|---|
| Coefficient of variation (CV) | 4.0244482 |
| Kurtosis | 12.401861 |
| Mean | 0.057593553 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.79153 |
| Sum | 5677.63 |
| Variance | 0.053723021 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 92757 | |
| 1 | 4932 | 5.0% |
| 0.99 | 329 | 0.3% |
| 0.98 | 136 | 0.1% |
| 0.96 | 58 | 0.1% |
| 0.91 | 28 | < 0.1% |
| 0.97 | 23 | < 0.1% |
| 0.87 | 17 | < 0.1% |
| 0.82 | 14 | < 0.1% |
| 0.9 | 14 | < 0.1% |
| Other values (75) | 273 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 92757 | |
| 0.01 | 1 | < 0.1% |
| 0.02 | 1 | < 0.1% |
| 0.03 | 1 | < 0.1% |
| 0.04 | 5 | < 0.1% |
| 0.05 | 2 | < 0.1% |
| 0.06 | 12 | < 0.1% |
| 0.07 | 9 | < 0.1% |
| 0.09 | 6 | < 0.1% |
| 0.1 | 6 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 4932 | |
| 0.99 | 329 | 0.3% |
| 0.98 | 136 | 0.1% |
| 0.97 | 23 | < 0.1% |
| 0.96 | 58 | 0.1% |
| 0.95 | 12 | < 0.1% |
| 0.94 | 10 | < 0.1% |
| 0.93 | 10 | < 0.1% |
| 0.92 | 13 | < 0.1% |
| 0.91 | 28 | < 0.1% |
flag
Categorical
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.4 MiB |
| OTH | |
|---|---|
| SF | |
| S0 | |
| RSTO | |
| REJ | |
| Other values (8) | 1350 |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 2.6864913 |
| Min length | 2 |
Characters and Unicode
| Total characters | 264837 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | S0 |
|---|---|
| 2nd row | S0 |
| 3rd row | SF |
| 4th row | S0 |
| 5th row | RSTO |
Common Values
| Value | Count | Frequency (%) |
| OTH | 33956 | |
| SF | 24219 | |
| S0 | 20122 | |
| RSTO | 11303 | 11.5% |
| REJ | 7631 | 7.7% |
| RSTOS0 | 405 | 0.4% |
| RSTR | 361 | 0.4% |
| RSTRH | 351 | 0.4% |
| SHR | 87 | 0.1% |
| SH | 82 | 0.1% |
| Other values (3) | 64 | 0.1% |
Length
| Value | Count | Frequency (%) |
| oth | 33956 | |
| sf | 24219 | |
| s0 | 20122 | |
| rsto | 11303 | 11.5% |
| rej | 7631 | 7.7% |
| rstos0 | 405 | 0.4% |
| rstr | 361 | 0.4% |
| rstrh | 351 | 0.4% |
| shr | 87 | 0.1% |
| sh | 82 | 0.1% |
| Other values (3) | 64 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| S | 57399 | |
| T | 46376 | |
| O | 45664 | |
| H | 34476 | |
| F | 24219 | |
| R | 20850 | 7.9% |
| 0 | 20527 | 7.8% |
| E | 7631 | 2.9% |
| J | 7631 | 2.9% |
| 1 | 41 | < 0.1% |
| Other values (2) | 23 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 264837 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| S | 57399 | |
| T | 46376 | |
| O | 45664 | |
| H | 34476 | |
| F | 24219 | |
| R | 20850 | 7.9% |
| 0 | 20527 | 7.8% |
| E | 7631 | 2.9% |
| J | 7631 | 2.9% |
| 1 | 41 | < 0.1% |
| Other values (2) | 23 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 264837 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| S | 57399 | |
| T | 46376 | |
| O | 45664 | |
| H | 34476 | |
| F | 24219 | |
| R | 20850 | 7.9% |
| 0 | 20527 | 7.8% |
| E | 7631 | 2.9% |
| J | 7631 | 2.9% |
| 1 | 41 | < 0.1% |
| Other values (2) | 23 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 264837 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| S | 57399 | |
| T | 46376 | |
| O | 45664 | |
| H | 34476 | |
| F | 24219 | |
| R | 20850 | 7.9% |
| 0 | 20527 | 7.8% |
| E | 7631 | 2.9% |
| J | 7631 | 2.9% |
| 1 | 41 | < 0.1% |
| Other values (2) | 23 | < 0.1% |
malware_detection
Unsupported
REJECTED  UNSUPPORTED 
| Missing | 0 |
|---|---|
| Missing (%) | 0.0% |
| Memory size | 6.0 MiB |
ashula_detection
Categorical
IMBALANCE 
| Distinct | 15 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.2 MiB |
| 0 | |
|---|---|
| 60(2) | 5413 |
| 130(1),131(2) | 368 |
| 60(1) | 302 |
| 129(4) | 56 |
| Other values (10) | 23 |
Length
| Max length | 13 |
|---|---|
| Median length | 1 |
| Mean length | 1.2807235 |
| Min length | 1 |
Characters and Unicode
| Total characters | 126255 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 6 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 60(2) |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 92419 | |
| 60(2) | 5413 | 5.5% |
| 130(1),131(2) | 368 | 0.4% |
| 60(1) | 302 | 0.3% |
| 129(4) | 56 | 0.1% |
| 41(1) | 7 | < 0.1% |
| 151(1) | 5 | < 0.1% |
| 129(2) | 3 | < 0.1% |
| 119(1) | 2 | < 0.1% |
| 80(1) | 1 | < 0.1% |
| Other values (5) | 5 | < 0.1% |
Length
| Value | Count | Frequency (%) |
| 0 | 92419 | |
| 60(2 | 5413 | 5.5% |
| 130(1),131(2 | 368 | 0.4% |
| 60(1 | 302 | 0.3% |
| 129(4 | 56 | 0.1% |
| 41(1 | 7 | < 0.1% |
| 151(1 | 5 | < 0.1% |
| 129(2 | 3 | < 0.1% |
| 119(1 | 2 | < 0.1% |
| 80(1 | 1 | < 0.1% |
| Other values (5) | 5 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 98503 | |
| ( | 6532 | 5.2% |
| ) | 6532 | 5.2% |
| 2 | 5846 | 4.6% |
| 6 | 5720 | 4.5% |
| 1 | 1877 | 1.5% |
| 3 | 739 | 0.6% |
| , | 370 | 0.3% |
| 4 | 65 | 0.1% |
| 9 | 61 | < 0.1% |
| Other values (2) | 10 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 126255 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 98503 | |
| ( | 6532 | 5.2% |
| ) | 6532 | 5.2% |
| 2 | 5846 | 4.6% |
| 6 | 5720 | 4.5% |
| 1 | 1877 | 1.5% |
| 3 | 739 | 0.6% |
| , | 370 | 0.3% |
| 4 | 65 | 0.1% |
| 9 | 61 | < 0.1% |
| Other values (2) | 10 | < 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 126255 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 98503 | |
| ( | 6532 | 5.2% |
| ) | 6532 | 5.2% |
| 2 | 5846 | 4.6% |
| 6 | 5720 | 4.5% |
| 1 | 1877 | 1.5% |
| 3 | 739 | 0.6% |
| , | 370 | 0.3% |
| 4 | 65 | 0.1% |
| 9 | 61 | < 0.1% |
| Other values (2) | 10 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 126255 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 98503 | |
| ( | 6532 | 5.2% |
| ) | 6532 | 5.2% |
| 2 | 5846 | 4.6% |
| 6 | 5720 | 4.5% |
| 1 | 1877 | 1.5% |
| 3 | 739 | 0.6% |
| , | 370 | 0.3% |
| 4 | 65 | 0.1% |
| 9 | 61 | < 0.1% |
| Other values (2) | 10 | < 0.1% |
label
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.3 MiB |
| -1 | |
|---|---|
| 1 | |
| -2 | 5231 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 1.778223 |
| Min length | 1 |
Characters and Unicode
| Total characters | 175299 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -1 |
|---|---|
| 2nd row | -2 |
| 3rd row | -1 |
| 4th row | -1 |
| 5th row | -1 |
Common Values
| Value | Count | Frequency (%) |
| -1 | 71487 | |
| 1 | 21863 | 22.2% |
| -2 | 5231 | 5.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 93350 | |
| 2 | 5231 | 5.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 93350 | |
| - | 76718 | |
| 2 | 5231 | 3.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 175299 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 93350 | |
| - | 76718 | |
| 2 | 5231 | 3.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 175299 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 93350 | |
| - | 76718 | |
| 2 | 5231 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 175299 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 93350 | |
| - | 76718 | |
| 2 | 5231 | 3.0% |
| Distinct | 5260 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.8 MiB |
Length
| Max length | 39 |
|---|---|
| Median length | 39 |
| Mean length | 39 |
| Min length | 39 |
Characters and Unicode
| Total characters | 3844659 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 2141 ? |
|---|---|
| Unique (%) | 2.2% |
Sample
| 1st row | fda2:69aa:1f1a:2d57:7da5:27fc:07e8:2808 |
|---|---|
| 2nd row | fda2:69aa:1f1a:509a:0b19:590a:0528:2375 |
| 3rd row | fda2:69aa:1f1a:232a:7a25:0083:5f86:3cc0 |
| 4th row | fda2:69aa:1f1a:a757:7d73:278f:61f1:0f3f |
| 5th row | fda2:69aa:1f1a:9113:3c52:037e:52b3:2742 |
| Value | Count | Frequency (%) |
| fda2:69aa:1f1a:f71e:2c74:1cc3:03a1:677d | 5010 | 5.1% |
| fda2:69aa:1f1a:9076:3474:2dc8:0346:7b96 | 3396 | 3.4% |
| fda2:69aa:1f1a:dab8:217d:2812:1329:2aa5 | 1367 | 1.4% |
| fda2:69aa:1f1a:5d95:24cd:714a:79fa:1711 | 1338 | 1.4% |
| fda2:69aa:1f1a:664f:23af:3943:1fcb:07f2 | 1068 | 1.1% |
| fda2:69aa:1f1a:72a4:7f88:5bba:0a62:6183 | 1040 | 1.1% |
| fda2:69aa:1f1a:0eca:7f94:66cc:08cd:3805 | 905 | 0.9% |
| fda2:69aa:1f1a:e753:2312:393e:1f3b:54c4 | 876 | 0.9% |
| fda2:69aa:1f1a:a757:7d73:278f:61f1:0f3f | 738 | 0.7% |
| fda2:69aa:1f1a:08f4:0971:7cf9:4dc6:3757 | 597 | 0.6% |
| Other values (5250) | 82246 |
Most occurring characters
| Value | Count | Frequency (%) |
| : | 690067 | |
| a | 482910 | |
| 1 | 361909 | |
| f | 321511 | |
| 2 | 271281 | 7.1% |
| 6 | 209283 | 5.4% |
| 0 | 207629 | 5.4% |
| 9 | 189592 | 4.9% |
| d | 189144 | 4.9% |
| 3 | 168109 | 4.4% |
| Other values (7) | 753224 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3844659 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| : | 690067 | |
| a | 482910 | |
| 1 | 361909 | |
| f | 321511 | |
| 2 | 271281 | 7.1% |
| 6 | 209283 | 5.4% |
| 0 | 207629 | 5.4% |
| 9 | 189592 | 4.9% |
| d | 189144 | 4.9% |
| 3 | 168109 | 4.4% |
| Other values (7) | 753224 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3844659 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| : | 690067 | |
| a | 482910 | |
| 1 | 361909 | |
| f | 321511 | |
| 2 | 271281 | 7.1% |
| 6 | 209283 | 5.4% |
| 0 | 207629 | 5.4% |
| 9 | 189592 | 4.9% |
| d | 189144 | 4.9% |
| 3 | 168109 | 4.4% |
| Other values (7) | 753224 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3844659 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| : | 690067 | |
| a | 482910 | |
| 1 | 361909 | |
| f | 321511 | |
| 2 | 271281 | 7.1% |
| 6 | 209283 | 5.4% |
| 0 | 207629 | 5.4% |
| 9 | 189592 | 4.9% |
| d | 189144 | 4.9% |
| 3 | 168109 | 4.4% |
| Other values (7) | 753224 |
source_port_number
Real number (ℝ)
| Distinct | 13232 |
|---|---|
| Distinct (%) | 13.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8029.2514 |
| Minimum | 0 |
|---|---|
| Maximum | 65492 |
| Zeros | 12 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 8 |
| median | 2057 |
| Q3 | 4311 |
| 95-th percentile | 51073 |
| Maximum | 65492 |
| Range | 65492 |
| Interquartile range (IQR) | 4303 |
Descriptive statistics
| Standard deviation | 15857.205 |
|---|---|
| Coefficient of variation (CV) | 1.9749295 |
| Kurtosis | 3.9403832 |
| Mean | 8029.2514 |
| Median Absolute Deviation (MAD) | 2049 |
| Skewness | 2.3153228 |
| Sum | 7.9153164 × 108 |
| Variance | 2.5145096 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 29929 | |
| 7000 | 1677 | 1.7% |
| 3 | 1228 | 1.2% |
| 123 | 858 | 0.9% |
| 138 | 810 | 0.8% |
| 52964 | 488 | 0.5% |
| 137 | 443 | 0.4% |
| 445 | 318 | 0.3% |
| 1025 | 266 | 0.3% |
| 4574 | 248 | 0.3% |
| Other values (13222) | 62316 |
| Value | Count | Frequency (%) |
| 0 | 12 | < 0.1% |
| 3 | 1228 | 1.2% |
| 5 | 3 | < 0.1% |
| 8 | 29929 | |
| 11 | 25 | < 0.1% |
| 50 | 4 | < 0.1% |
| 53 | 2 | < 0.1% |
| 80 | 2 | < 0.1% |
| 111 | 3 | < 0.1% |
| 123 | 858 | 0.9% |
| Value | Count | Frequency (%) |
| 65492 | 1 | < 0.1% |
| 65457 | 1 | < 0.1% |
| 65445 | 1 | < 0.1% |
| 65435 | 1 | < 0.1% |
| 65415 | 1 | < 0.1% |
| 65401 | 1 | < 0.1% |
| 65297 | 2 | |
| 65253 | 3 | |
| 65235 | 1 | < 0.1% |
| 65095 | 1 | < 0.1% |
| Distinct | 827 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.8 MiB |
Length
| Max length | 39 |
|---|---|
| Median length | 39 |
| Mean length | 39 |
| Min length | 39 |
Characters and Unicode
| Total characters | 3844659 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 334 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | fda2:69aa:1f1a:425e:1046:01b0:02d4:2adb |
|---|---|
| 2nd row | fda2:69aa:1f1a:f505:7df6:2782:60e4:44d6 |
| 3rd row | fda2:69aa:1f1a:f820:7d99:2701:0ff4:1570 |
| 4th row | fda2:69aa:1f1a:1499:7d6b:27b7:6172:002c |
| 5th row | fda2:69aa:1f1a:ec01:7d38:2763:0f17:1b37 |
| Value | Count | Frequency (%) |
| fda2:69aa:1f1a:ff21:7d89:27cd:0747:0f1b | 21763 | |
| fda2:69aa:1f1a:a757:7d73:278f:61f1:0f3f | 5304 | 5.4% |
| fda2:69aa:1f1a:d2e2:7d9f:27ea:0f5e:177a | 4226 | 4.3% |
| fda2:69aa:1f1a:0e37:7d87:27ac:6185:03ca | 3638 | 3.7% |
| fda2:69aa:1f1a:9e48:7d6c:27e7:0fd9:1668 | 3185 | 3.2% |
| fda2:69aa:1f1a:d21b:7dfc:2744:0f44:1587 | 2715 | 2.8% |
| fda2:69aa:1f1a:389a:7d13:27c9:0769:0564 | 1743 | 1.8% |
| fda2:69aa:1f1a:a605:7d11:2746:60bc:0ffc | 1106 | 1.1% |
| fda2:69aa:1f1a:f820:7d99:2701:0ff4:1570 | 796 | 0.8% |
| fda2:69aa:1f1a:1499:7d6b:27b7:6172:002c | 651 | 0.7% |
| Other values (817) | 53454 |
Most occurring characters
| Value | Count | Frequency (%) |
| : | 690067 | |
| a | 464330 | |
| f | 357700 | |
| 1 | 332178 | |
| 7 | 326907 | |
| 2 | 278435 | |
| d | 263278 | 6.8% |
| 6 | 208976 | 5.4% |
| 0 | 190876 | 5.0% |
| 9 | 187337 | 4.9% |
| Other values (7) | 544575 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 3844659 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| : | 690067 | |
| a | 464330 | |
| f | 357700 | |
| 1 | 332178 | |
| 7 | 326907 | |
| 2 | 278435 | |
| d | 263278 | 6.8% |
| 6 | 208976 | 5.4% |
| 0 | 190876 | 5.0% |
| 9 | 187337 | 4.9% |
| Other values (7) | 544575 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 3844659 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| : | 690067 | |
| a | 464330 | |
| f | 357700 | |
| 1 | 332178 | |
| 7 | 326907 | |
| 2 | 278435 | |
| d | 263278 | 6.8% |
| 6 | 208976 | 5.4% |
| 0 | 190876 | 5.0% |
| 9 | 187337 | 4.9% |
| Other values (7) | 544575 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 3844659 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| : | 690067 | |
| a | 464330 | |
| f | 357700 | |
| 1 | 332178 | |
| 7 | 326907 | |
| 2 | 278435 | |
| d | 263278 | 6.8% |
| 6 | 208976 | 5.4% |
| 0 | 190876 | 5.0% |
| 9 | 187337 | 4.9% |
| Other values (7) | 544575 |
destination_port_number
Real number (ℝ)
ZEROS 
| Distinct | 689 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1607.0727 |
| Minimum | 0 |
|---|---|
| Maximum | 65415 |
| Zeros | 29960 |
| Zeros (%) | 30.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.5 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 25 |
| Q3 | 1027 |
| 95-th percentile | 5900 |
| Maximum | 65415 |
| Range | 65415 |
| Interquartile range (IQR) | 1027 |
Descriptive statistics
| Standard deviation | 6610.8305 |
|---|---|
| Coefficient of variation (CV) | 4.1135852 |
| Kurtosis | 51.633342 |
| Mean | 1607.0727 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 6.9168218 |
| Sum | 1.5842683 × 108 |
| Variance | 43703080 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 29960 | |
| 25 | 19979 | |
| 139 | 11678 | 11.8% |
| 1433 | 7313 | 7.4% |
| 1434 | 5722 | 5.8% |
| 22 | 4214 | 4.3% |
| 2967 | 3370 | 3.4% |
| 445 | 1424 | 1.4% |
| 137 | 1196 | 1.2% |
| 1026 | 1078 | 1.1% |
| Other values (679) | 12647 |
| Value | Count | Frequency (%) |
| 0 | 29960 | |
| 1 | 76 | 0.1% |
| 3 | 902 | 0.9% |
| 8 | 1 | < 0.1% |
| 10 | 165 | 0.2% |
| 13 | 85 | 0.1% |
| 21 | 30 | < 0.1% |
| 22 | 4214 | 4.3% |
| 25 | 19979 | |
| 53 | 30 | < 0.1% |
| Value | Count | Frequency (%) |
| 65415 | 1 | < 0.1% |
| 65364 | 5 | |
| 65258 | 1 | < 0.1% |
| 65120 | 1 | < 0.1% |
| 64956 | 1 | < 0.1% |
| 64936 | 1 | < 0.1% |
| 64450 | 1 | < 0.1% |
| 64310 | 8 | |
| 63849 | 4 | < 0.1% |
| 63516 | 12 |
start_time
Date
| Distinct | 49150 |
|---|---|
| Distinct (%) | 49.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
| Minimum | 2024-07-07 00:00:05 |
|---|---|
| Maximum | 2024-07-07 23:59:58 |
protocol
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 6.4 MiB |
| tcp | |
|---|---|
| icmp | |
| udp |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.3163287 |
| Min length | 3 |
Characters and Unicode
| Total characters | 326927 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | udp |
|---|---|
| 2nd row | udp |
| 3rd row | udp |
| 4th row | udp |
| 5th row | tcp |
Common Values
| Value | Count | Frequency (%) |
| tcp | 56477 | |
| icmp | 31184 | |
| udp | 10920 | 11.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| tcp | 56477 | |
| icmp | 31184 | |
| udp | 10920 | 11.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| p | 98581 | |
| c | 87661 | |
| t | 56477 | |
| i | 31184 | 9.5% |
| m | 31184 | 9.5% |
| u | 10920 | 3.3% |
| d | 10920 | 3.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 326927 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| p | 98581 | |
| c | 87661 | |
| t | 56477 | |
| i | 31184 | 9.5% |
| m | 31184 | 9.5% |
| u | 10920 | 3.3% |
| d | 10920 | 3.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 326927 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| p | 98581 | |
| c | 87661 | |
| t | 56477 | |
| i | 31184 | 9.5% |
| m | 31184 | 9.5% |
| u | 10920 | 3.3% |
| d | 10920 | 3.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 326927 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| p | 98581 | |
| c | 87661 | |
| t | 56477 | |
| i | 31184 | 9.5% |
| m | 31184 | 9.5% |
| u | 10920 | 3.3% |
| d | 10920 | 3.3% |
| duration | service | source_bytes | destination_bytes | count | same_srv_rate | serror_rate | srv_serror_rate | dst_host_count | dst_host_srv_count | dst_host_same_src_port_rate | dst_host_serror_rate | dst_host_srv_serror_rate | flag | malware_detection | ashula_detection | label | source_ip_address | source_port_number | destination_ip_address | destination_port_number | start_time | protocol | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 86364.573924 | other | 240680 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0.0 | 0.0 | 0.0 | S0 | 0 | 0 | -1 | fda2:69aa:1f1a:2d57:7da5:27fc:07e8:2808 | 32770 | fda2:69aa:1f1a:425e:1046:01b0:02d4:2adb | 8649 | 00:00:18 | udp |
| 1 | 0.000000 | other | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0.0 | 0.0 | 0.0 | S0 | 0 | 60(2) | -2 | fda2:69aa:1f1a:509a:0b19:590a:0528:2375 | 1050 | fda2:69aa:1f1a:f505:7df6:2782:60e4:44d6 | 1434 | 00:00:27 | udp |
| 2 | 0.003340 | other | 48 | 48 | 0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0.0 | 0.0 | 0.0 | SF | 0 | 0 | -1 | fda2:69aa:1f1a:232a:7a25:0083:5f86:3cc0 | 123 | fda2:69aa:1f1a:f820:7d99:2701:0ff4:1570 | 123 | 00:00:53 | udp |
| 3 | 0.000000 | other | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0.0 | 0.0 | 0.0 | S0 | 0 | 0 | -1 | fda2:69aa:1f1a:a757:7d73:278f:61f1:0f3f | 138 | fda2:69aa:1f1a:1499:7d6b:27b7:6172:002c | 138 | 00:00:57 | udp |
| 4 | 0.311797 | other | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0.0 | 0.0 | 0.0 | RSTO | 0 | 0 | -1 | fda2:69aa:1f1a:9113:3c52:037e:52b3:2742 | 11810 | fda2:69aa:1f1a:ec01:7d38:2763:0f17:1b37 | 139 | 00:01:17 | tcp |
| 5 | 1.667120 | other | 404 | 144 | 0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0.0 | 0.0 | 0.0 | RSTO | 0 | 0 | -1 | fda2:69aa:1f1a:9113:3c52:037e:52b3:2742 | 11816 | fda2:69aa:1f1a:ec01:7d38:2763:0f17:1b37 | 139 | 00:01:17 | tcp |
| 6 | 1.655007 | other | 393 | 221 | 0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0.0 | 0.0 | 0.0 | RSTO | 0 | 0 | -1 | fda2:69aa:1f1a:9113:3c52:037e:52b3:2742 | 11842 | fda2:69aa:1f1a:ec01:7d38:2763:0f17:1b37 | 139 | 00:01:19 | tcp |
| 7 | 2.974089 | other | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0.0 | 0.0 | 0.0 | S0 | 0 | 0 | -1 | fda2:69aa:1f1a:9113:3c52:037e:52b3:2742 | 11901 | fda2:69aa:1f1a:bcaa:7d88:2739:607c:006d | 139 | 00:01:22 | tcp |
| 8 | 0.000000 | other | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0.0 | 0.0 | 0.0 | S0 | 0 | 60(2) | -2 | fda2:69aa:1f1a:1fea:0b8c:50c0:0350:7441 | 3931 | fda2:69aa:1f1a:529a:7d27:27da:6009:20b9 | 1434 | 00:01:23 | udp |
| 9 | 0.000000 | other | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0.0 | 0.0 | 0.0 | S0 | 0 | 60(2) | -2 | fda2:69aa:1f1a:1ae1:2579:1583:40f7:5489 | 1119 | fda2:69aa:1f1a:8136:7dac:27e3:60d6:03fd | 1434 | 00:01:26 | udp |
| duration | service | source_bytes | destination_bytes | count | same_srv_rate | serror_rate | srv_serror_rate | dst_host_count | dst_host_srv_count | dst_host_same_src_port_rate | dst_host_serror_rate | dst_host_srv_serror_rate | flag | malware_detection | ashula_detection | label | source_ip_address | source_port_number | destination_ip_address | destination_port_number | start_time | protocol | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 58095 | 6.180143 | smtp | 1407 | 244 | 1 | 1.0 | 0.0 | 0.0 | 24 | 100 | 0.0 | 0.0 | 0.0 | SF | 0 | 0 | 1 | fda2:69aa:1f1a:6c97:23b6:3d14:190b:435c | 45897 | fda2:69aa:1f1a:ff21:7d89:27cd:0747:0f1b | 25 | 23:59:47 | tcp |
| 58096 | 6.072081 | smtp | 1415 | 244 | 2 | 1.0 | 0.0 | 0.0 | 25 | 100 | 0.0 | 0.0 | 0.0 | SF | 0 | 0 | 1 | fda2:69aa:1f1a:6c97:23b6:3d14:190b:435c | 45910 | fda2:69aa:1f1a:ff21:7d89:27cd:0747:0f1b | 25 | 23:59:48 | tcp |
| 58097 | 0.105811 | other | 317 | 250 | 0 | 0.0 | 0.0 | 0.0 | 10 | 17 | 0.0 | 0.0 | 0.0 | RSTO | 0 | 0 | -1 | fda2:69aa:1f1a:449b:22f8:06a1:1ea5:3515 | 4827 | fda2:69aa:1f1a:0e37:7d87:27ac:6185:03ca | 445 | 23:59:52 | tcp |
| 58098 | 2.965458 | smtp | 702 | 244 | 0 | 0.0 | 0.0 | 0.0 | 0 | 100 | 0.0 | 0.0 | 0.0 | SF | 0 | 0 | 1 | fda2:69aa:1f1a:4241:2509:2cef:0383:23cc | 1261 | fda2:69aa:1f1a:ff21:7d89:27cd:0747:0f1b | 25 | 23:59:55 | tcp |
| 58099 | 0.000000 | other | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0 | 1 | 0.0 | 0.0 | 0.0 | OTH | 0 | 0 | -1 | fda2:69aa:1f1a:9e99:7d3a:2778:6019:0bc1 | 61774 | fda2:69aa:1f1a:e118:3542:1ebe:2b65:1aea | 80 | 23:59:56 | tcp |
| 58100 | 0.000000 | other | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0.0 | 0.0 | 0.0 | OTH | 0 | 0 | -1 | fda2:69aa:1f1a:449b:22f8:06a1:1ea5:3515 | 8 | fda2:69aa:1f1a:f130:7dc6:2770:6070:4648 | 0 | 23:59:57 | icmp |
| 58101 | 0.000000 | other | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0.0 | 0.0 | 0.0 | OTH | 0 | 0 | -1 | fda2:69aa:1f1a:449b:22f8:06a1:1ea5:3515 | 8 | fda2:69aa:1f1a:52c6:7dea:27e1:60ba:1330 | 0 | 23:59:57 | icmp |
| 58102 | 1.206671 | other | 0 | 48 | 1 | 0.0 | 0.0 | 0.0 | 25 | 0 | 0.0 | 0.0 | 0.0 | S1 | 0 | 0 | 1 | fda2:69aa:1f1a:6c97:23b6:3d14:190b:435c | 46014 | fda2:69aa:1f1a:ff21:7d89:27cd:0747:0f1b | 25 | 23:59:57 | tcp |
| 58103 | 0.001023 | other | 0 | 0 | 1 | 1.0 | 0.0 | 0.0 | 0 | 1 | 0.0 | 0.0 | 0.0 | S1 | 0 | 0 | 1 | fda2:69aa:1f1a:54c1:0ff4:0f43:0cc7:18a2 | 1294 | fda2:69aa:1f1a:ff21:7d89:27cd:0747:0f1b | 25 | 23:59:58 | tcp |
| 58104 | 0.078453 | other | 336 | 154 | 0 | 0.0 | 0.0 | 0.0 | 11 | 18 | 0.0 | 0.0 | 0.0 | RSTO | 0 | 0 | -1 | fda2:69aa:1f1a:449b:22f8:06a1:1ea5:3515 | 4873 | fda2:69aa:1f1a:0e37:7d87:27ac:6185:03ca | 445 | 23:59:58 | tcp |
Most frequently occurring
| duration | service | source_bytes | destination_bytes | count | same_srv_rate | serror_rate | srv_serror_rate | dst_host_count | dst_host_srv_count | dst_host_same_src_port_rate | dst_host_serror_rate | dst_host_srv_serror_rate | flag | ashula_detection | label | source_ip_address | source_port_number | destination_ip_address | destination_port_number | start_time | protocol | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.0 | other | 0 | 0 | 0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0.0 | 0.0 | 0.0 | OTH | 0 | -1 | fda2:69aa:1f1a:729b:7dbe:27ba:0fd4:12ac | 3 | fda2:69aa:1f1a:cc37:239b:2389:0094:3c9d | 3 | 06:00:01 | icmp | 2 |